Statistical and numerical Methods
Scripts
Statistical formulas (64 pages)
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The Maximum-Likelihood Method (41 pages)
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Talks
Least Squares - Facts and Fiction (99/11/15)":
psfile psfile/2
Comments on chisquare minimiation:
Talk at PHYSTAT2003, Stanford Ca., September 2003
pdf-file
Dealing with systematics for chi-square and for log likelihood
goodness of fit;
Banff workshop July 15 - July 20, 2006, Banff, Canada
pdf-file
Likelihood fits: Advanced algorithms and tools;
Terrascale alliance, Miniworkshop on Statistical Tools, DESY, 19,th June
2008
pdf-file
Lectures
Course on data analysis;
Heidelberg, April 2001
part1
part2
part3
part4
part5
part6
part7
part8
part9
Academic training lectures on data analysis;
DESY Zeuthen, May 2001
day1.1
day1.2
day2.1
day2.2
day2.3
day3.1
day3.2
Three lectures on data analysis;
DESY Hamburg, June 2001.
part1
part2
part3
Statistical and numerical methods of data analysis;
Lectures, University Hamburg SS 2002.
lecture1
lecture2
lecture3
lecture4
lecture5
lecture6
lecture7
lecture8a
lecture8b
lecture10
lecture11
lecture14
Statistical data analysis in high energy physics,
lectures in Sasbachwalden, University Karlsruhe, 9 - 11 October 2002
lecture1
lecture2
lecture3
lecture4
lecture5
lecture6
lecture7
lecture8a
lecture8b
lecture10
lecture11
lecture14
Block Vorlesung Statistical and numerical methods
in High Energy Physics, , Karlsruhe Universität,
14 - 18 März 2005
lecture on errors
lecture on least squares
lecture on alignment
lecture on the maximum likelihood method
lecture on minimization
lecture on data fitting
lecture on unfolding
lecture statistical classification
lecture on data smoothing
Ringvorlesung
Statistik im Alltag - wie der Zufall spielt?
Ringvorlesung Fachbereich Physik 19. November 2002
ps-file